The world was newly painted in vivid hues. Olivia, usually so reserved, felt a deep-seated urge to make bold choices, to take chances. Her energy was boundless. She was in the process of cataloguing her aunt's old correspondence.

She found a packet of papers, neatly tied with a faded ribbon. Amongst the letters, a draft of a resignation letter from her grandmother, addressed to her employer.

Olivia felt a jolt of exhilaration. This was a side of her grandmother she’d never known. She pictured the woman, young and eager, taking charge of her destiny. A feeling of fierce loyalty bloomed in Olivia's chest. She felt empowered.

Emotion: vibrant

Cluster: Positive / Joy
PC1 (Valence): 2.83 Positive
PC2 (Disposition): -1.36

Role in Research

This story is one of 1,000 stories generated for the emotion vibrant. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 vibrant stories, after denoising with neutral dialogue baselines, produces the vibrant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the vibrant vector is projected through the unembedding matrix.

Promoted:
la0.518
!0.459
!".0.436
de0.434
!).0.409
Suppressed:
S-0.890
L-0.478
P-0.407
H-0.365
😞-0.306